Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 2768 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 216.4 KiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
Pregnancies is highly overall correlated with Age | High correlation |
SkinThickness is highly overall correlated with Insulin | High correlation |
Insulin is highly overall correlated with SkinThickness | High correlation |
Age is highly overall correlated with Pregnancies | High correlation |
Id is uniformly distributed | Uniform |
Id has unique values | Unique |
Pregnancies has 412 (14.9%) zeros | Zeros |
BloodPressure has 125 (4.5%) zeros | Zeros |
SkinThickness has 800 (28.9%) zeros | Zeros |
Insulin has 1330 (48.0%) zeros | Zeros |
BMI has 39 (1.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-20 03:47:12.882955 |
|---|---|
| Analysis finished | 2023-09-20 03:47:42.865202 |
| Duration | 29.98 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Id
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 2768 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1384.5 |
| Minimum | 1 |
|---|---|
| Maximum | 2768 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 139.35 |
| Q1 | 692.75 |
| median | 1384.5 |
| Q3 | 2076.25 |
| 95-th percentile | 2629.65 |
| Maximum | 2768 |
| Range | 2767 |
| Interquartile range (IQR) | 1383.5 |
Descriptive statistics
| Standard deviation | 799.1971 |
|---|---|
| Coefficient of variation (CV) | 0.57724601 |
| Kurtosis | -1.2 |
| Mean | 1384.5 |
| Median Absolute Deviation (MAD) | 692 |
| Skewness | 0 |
| Sum | 3832296 |
| Variance | 638716 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1850 | 1 | < 0.1% |
| 1842 | 1 | < 0.1% |
| 1843 | 1 | < 0.1% |
| 1844 | 1 | < 0.1% |
| 1845 | 1 | < 0.1% |
| 1846 | 1 | < 0.1% |
| 1847 | 1 | < 0.1% |
| 1848 | 1 | < 0.1% |
| 1849 | 1 | < 0.1% |
| Other values (2758) | 2758 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 2768 | 1 | |
| 2767 | 1 | |
| 2766 | 1 | |
| 2765 | 1 | |
| 2764 | 1 | |
| 2763 | 1 | |
| 2762 | 1 | |
| 2761 | 1 | |
| 2760 | 1 | |
| 2759 | 1 |
Pregnancies
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7427746 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 412 |
| Zeros (%) | 14.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.323801 |
|---|---|
| Coefficient of variation (CV) | 0.88805802 |
| Kurtosis | 0.33358506 |
| Mean | 3.7427746 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.95909632 |
| Sum | 10360 |
| Variance | 11.047653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 0 | 412 | |
| 2 | 387 | |
| 3 | 270 | |
| 4 | 259 | |
| 5 | 198 | |
| 6 | 181 | 6.5% |
| 7 | 145 | 5.2% |
| 8 | 134 | 4.8% |
| 9 | 98 | 3.5% |
| Other values (7) | 193 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 412 | |
| 1 | 491 | |
| 2 | 387 | |
| 3 | 270 | |
| 4 | 259 | |
| 5 | 198 | |
| 6 | 181 | 6.5% |
| 7 | 145 | 5.2% |
| 8 | 134 | 4.8% |
| 9 | 98 | 3.5% |
| Value | Count | Frequency (%) |
| 17 | 4 | 0.1% |
| 15 | 3 | 0.1% |
| 14 | 9 | 0.3% |
| 13 | 32 | 1.2% |
| 12 | 32 | 1.2% |
| 11 | 35 | 1.3% |
| 10 | 78 | |
| 9 | 98 | |
| 8 | 134 | |
| 7 | 145 |
Glucose
Real number (ℝ)
| Distinct | 136 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.1026 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 18 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 79.35 |
| Q1 | 99 |
| median | 117 |
| Q3 | 141 |
| 95-th percentile | 181 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 32.036508 |
|---|---|
| Coefficient of variation (CV) | 0.26454022 |
| Kurtosis | 0.57911716 |
| Mean | 121.1026 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.16286439 |
| Sum | 335212 |
| Variance | 1026.3379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 66 | 2.4% |
| 100 | 61 | 2.2% |
| 102 | 52 | 1.9% |
| 129 | 51 | 1.8% |
| 106 | 50 | 1.8% |
| 95 | 49 | 1.8% |
| 112 | 49 | 1.8% |
| 105 | 47 | 1.7% |
| 111 | 47 | 1.7% |
| 108 | 46 | 1.7% |
| Other values (126) | 2250 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 44 | 3 | 0.1% |
| 56 | 4 | 0.1% |
| 57 | 7 | 0.3% |
| 61 | 4 | 0.1% |
| 62 | 3 | 0.1% |
| 65 | 4 | 0.1% |
| 67 | 3 | 0.1% |
| 68 | 10 | |
| 71 | 13 |
| Value | Count | Frequency (%) |
| 199 | 4 | 0.1% |
| 198 | 3 | 0.1% |
| 197 | 12 | |
| 196 | 8 | |
| 195 | 10 | |
| 194 | 13 | |
| 193 | 8 | |
| 191 | 3 | 0.1% |
| 190 | 4 | 0.1% |
| 189 | 12 |
BloodPressure
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.134393 |
| Minimum | 0 |
|---|---|
| Maximum | 122 |
| Zeros | 125 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 62 |
| median | 72 |
| Q3 | 80 |
| 95-th percentile | 90 |
| Maximum | 122 |
| Range | 122 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 19.231438 |
|---|---|
| Coefficient of variation (CV) | 0.27817469 |
| Kurtosis | 5.2750775 |
| Mean | 69.134393 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.8504501 |
| Sum | 191364 |
| Variance | 369.84821 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 201 | 7.3% |
| 74 | 197 | 7.1% |
| 78 | 173 | 6.2% |
| 68 | 170 | 6.1% |
| 64 | 163 | 5.9% |
| 72 | 162 | 5.9% |
| 80 | 138 | 5.0% |
| 76 | 132 | 4.8% |
| 60 | 129 | 4.7% |
| 62 | 128 | 4.6% |
| Other values (37) | 1175 |
| Value | Count | Frequency (%) |
| 0 | 125 | |
| 24 | 3 | 0.1% |
| 30 | 5 | 0.2% |
| 38 | 4 | 0.1% |
| 40 | 3 | 0.1% |
| 44 | 15 | 0.5% |
| 46 | 8 | 0.3% |
| 48 | 18 | 0.7% |
| 50 | 44 | 1.6% |
| 52 | 40 | 1.4% |
| Value | Count | Frequency (%) |
| 122 | 4 | 0.1% |
| 114 | 4 | 0.1% |
| 110 | 10 | |
| 108 | 7 | |
| 106 | 12 | |
| 104 | 7 | |
| 102 | 4 | 0.1% |
| 100 | 12 | |
| 98 | 11 | |
| 96 | 12 |
SkinThickness
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 53 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.824422 |
| Minimum | 0 |
|---|---|
| Maximum | 110 |
| Zeros | 800 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23 |
| Q3 | 32 |
| 95-th percentile | 44 |
| Maximum | 110 |
| Range | 110 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 16.059596 |
|---|---|
| Coefficient of variation (CV) | 0.77119047 |
| Kurtosis | -0.025897797 |
| Mean | 20.824422 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.18084092 |
| Sum | 57642 |
| Variance | 257.91061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 32 | 114 | 4.1% |
| 30 | 102 | 3.7% |
| 23 | 82 | 3.0% |
| 27 | 81 | 2.9% |
| 28 | 74 | 2.7% |
| 18 | 74 | 2.7% |
| 33 | 71 | 2.6% |
| 39 | 70 | 2.5% |
| 31 | 69 | 2.5% |
| Other values (43) | 1231 |
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 7 | 5 | 0.2% |
| 8 | 8 | 0.3% |
| 10 | 18 | 0.7% |
| 11 | 20 | 0.7% |
| 12 | 28 | 1.0% |
| 13 | 41 | 1.5% |
| 14 | 21 | 0.8% |
| 15 | 47 | 1.7% |
| 16 | 21 | 0.8% |
| Value | Count | Frequency (%) |
| 110 | 2 | 0.1% |
| 99 | 3 | 0.1% |
| 63 | 4 | 0.1% |
| 60 | 3 | 0.1% |
| 59 | 2 | 0.1% |
| 56 | 4 | 0.1% |
| 54 | 6 | |
| 52 | 6 | |
| 51 | 4 | 0.1% |
| 50 | 10 |
Insulin
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 187 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.12789 |
| Minimum | 0 |
|---|---|
| Maximum | 846 |
| Zeros | 1330 |
| Zeros (%) | 48.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 37 |
| Q3 | 130 |
| 95-th percentile | 293 |
| Maximum | 846 |
| Range | 846 |
| Interquartile range (IQR) | 130 |
Descriptive statistics
| Standard deviation | 112.30193 |
|---|---|
| Coefficient of variation (CV) | 1.4015336 |
| Kurtosis | 5.76048 |
| Mean | 80.12789 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 2.0781108 |
| Sum | 221794 |
| Variance | 12611.724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1330 | |
| 105 | 42 | 1.5% |
| 140 | 33 | 1.2% |
| 130 | 31 | 1.1% |
| 180 | 30 | 1.1% |
| 120 | 29 | 1.0% |
| 100 | 27 | 1.0% |
| 94 | 24 | 0.9% |
| 135 | 23 | 0.8% |
| 76 | 22 | 0.8% |
| Other values (177) | 1177 |
| Value | Count | Frequency (%) |
| 0 | 1330 | |
| 14 | 4 | 0.1% |
| 15 | 4 | 0.1% |
| 16 | 4 | 0.1% |
| 18 | 7 | 0.3% |
| 22 | 4 | 0.1% |
| 23 | 6 | 0.2% |
| 25 | 3 | 0.1% |
| 29 | 4 | 0.1% |
| 32 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 846 | 1 | < 0.1% |
| 744 | 3 | |
| 680 | 3 | |
| 600 | 3 | |
| 579 | 5 | |
| 545 | 3 | |
| 543 | 1 | < 0.1% |
| 540 | 4 | |
| 510 | 4 | |
| 495 | 7 |
BMI
Real number (ℝ)
| Distinct | 253 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.137392 |
| Minimum | 0 |
|---|---|
| Maximum | 80.6 |
| Zeros | 39 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.8 |
| Q1 | 27.3 |
| median | 32.2 |
| Q3 | 36.625 |
| 95-th percentile | 44.6 |
| Maximum | 80.6 |
| Range | 80.6 |
| Interquartile range (IQR) | 9.325 |
Descriptive statistics
| Standard deviation | 8.0761272 |
|---|---|
| Coefficient of variation (CV) | 0.25130002 |
| Kurtosis | 3.9233175 |
| Mean | 32.137392 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.17657571 |
| Sum | 88956.3 |
| Variance | 65.223831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 46 | 1.7% |
| 31.2 | 45 | 1.6% |
| 31.6 | 41 | 1.5% |
| 0 | 39 | 1.4% |
| 33.3 | 37 | 1.3% |
| 32.4 | 35 | 1.3% |
| 32.8 | 34 | 1.2% |
| 30.8 | 33 | 1.2% |
| 32.9 | 33 | 1.2% |
| 30.1 | 31 | 1.1% |
| Other values (243) | 2394 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 18.2 | 11 | 0.4% |
| 18.4 | 3 | 0.1% |
| 19.1 | 3 | 0.1% |
| 19.3 | 4 | 0.1% |
| 19.4 | 3 | 0.1% |
| 19.5 | 8 | 0.3% |
| 19.6 | 9 | 0.3% |
| 19.9 | 1 | < 0.1% |
| 20 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 80.6 | 2 | 0.1% |
| 67.1 | 4 | |
| 64.4 | 2 | 0.1% |
| 59.4 | 4 | |
| 57.3 | 4 | |
| 55 | 4 | |
| 53.2 | 4 | |
| 52.9 | 4 | |
| 52.7 | 2 | 0.1% |
| 52.3 | 6 |
DiabetesPedigreeFunction
Real number (ℝ)
| Distinct | 523 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.47119256 |
| Minimum | 0.078 |
|---|---|
| Maximum | 2.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0.078 |
|---|---|
| 5-th percentile | 0.141 |
| Q1 | 0.244 |
| median | 0.375 |
| Q3 | 0.624 |
| 95-th percentile | 1.136 |
| Maximum | 2.42 |
| Range | 2.342 |
| Interquartile range (IQR) | 0.38 |
Descriptive statistics
| Standard deviation | 0.32566883 |
|---|---|
| Coefficient of variation (CV) | 0.69115869 |
| Kurtosis | 5.172935 |
| Mean | 0.47119256 |
| Median Absolute Deviation (MAD) | 0.168 |
| Skewness | 1.8427907 |
| Sum | 1304.261 |
| Variance | 0.10606019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.258 | 22 | 0.8% |
| 0.207 | 20 | 0.7% |
| 0.261 | 18 | 0.7% |
| 0.268 | 18 | 0.7% |
| 0.238 | 18 | 0.7% |
| 0.259 | 17 | 0.6% |
| 0.284 | 16 | 0.6% |
| 0.551 | 16 | 0.6% |
| 0.52 | 16 | 0.6% |
| 0.292 | 16 | 0.6% |
| Other values (513) | 2591 |
| Value | Count | Frequency (%) |
| 0.078 | 3 | 0.1% |
| 0.084 | 3 | 0.1% |
| 0.085 | 7 | |
| 0.088 | 8 | |
| 0.089 | 3 | 0.1% |
| 0.092 | 3 | 0.1% |
| 0.096 | 4 | |
| 0.1 | 4 | |
| 0.101 | 3 | 0.1% |
| 0.102 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 2.42 | 4 | |
| 2.329 | 3 | |
| 2.288 | 1 | < 0.1% |
| 2.137 | 4 | |
| 1.893 | 3 | |
| 1.781 | 3 | |
| 1.731 | 4 | |
| 1.699 | 3 | |
| 1.698 | 4 | |
| 1.6 | 4 |
Age
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.132225 |
| Minimum | 21 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 24 |
| median | 29 |
| Q3 | 40 |
| 95-th percentile | 58 |
| Maximum | 81 |
| Range | 60 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.77723 |
|---|---|
| Coefficient of variation (CV) | 0.35546148 |
| Kurtosis | 0.77185874 |
| Mean | 33.132225 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.1662989 |
| Sum | 91710 |
| Variance | 138.70315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 264 | 9.5% |
| 21 | 229 | 8.3% |
| 25 | 182 | 6.6% |
| 24 | 168 | 6.1% |
| 23 | 141 | 5.1% |
| 28 | 133 | 4.8% |
| 26 | 117 | 4.2% |
| 27 | 113 | 4.1% |
| 29 | 99 | 3.6% |
| 31 | 82 | 3.0% |
| Other values (42) | 1240 |
| Value | Count | Frequency (%) |
| 21 | 229 | |
| 22 | 264 | |
| 23 | 141 | |
| 24 | 168 | |
| 25 | 182 | |
| 26 | 117 | |
| 27 | 113 | |
| 28 | 133 | |
| 29 | 99 | 3.6% |
| 30 | 77 | 2.8% |
| Value | Count | Frequency (%) |
| 81 | 4 | 0.1% |
| 72 | 4 | 0.1% |
| 70 | 4 | 0.1% |
| 69 | 8 | |
| 68 | 4 | 0.1% |
| 67 | 13 | |
| 66 | 16 | |
| 65 | 11 | |
| 64 | 4 | 0.1% |
| 63 | 17 |
Outcome
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2768 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1816 | |
| 1 | 952 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1816 | |
| 1 | 952 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1816 | |
| 1 | 952 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2768 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1816 | |
| 1 | 952 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2768 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1816 | |
| 1 | 952 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2768 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1816 | |
| 1 | 952 |
| Id | Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | Outcome | |
|---|---|---|---|---|---|---|---|---|---|---|
| Id | 1.000 | -0.023 | 0.013 | 0.010 | 0.015 | 0.015 | 0.018 | -0.003 | -0.008 | 0.044 |
| Pregnancies | -0.023 | 1.000 | 0.119 | 0.180 | -0.076 | -0.132 | -0.005 | -0.041 | 0.601 | 0.249 |
| Glucose | 0.013 | 0.119 | 1.000 | 0.223 | 0.069 | 0.220 | 0.228 | 0.077 | 0.274 | 0.490 |
| BloodPressure | 0.010 | 0.180 | 0.223 | 1.000 | 0.142 | -0.007 | 0.288 | 0.029 | 0.350 | 0.188 |
| SkinThickness | 0.015 | -0.076 | 0.069 | 0.142 | 1.000 | 0.536 | 0.462 | 0.177 | -0.058 | 0.202 |
| Insulin | 0.015 | -0.132 | 0.220 | -0.007 | 0.536 | 1.000 | 0.212 | 0.229 | -0.121 | 0.172 |
| BMI | 0.018 | -0.005 | 0.228 | 0.288 | 0.462 | 0.212 | 1.000 | 0.139 | 0.125 | 0.305 |
| DiabetesPedigreeFunction | -0.003 | -0.041 | 0.077 | 0.029 | 0.177 | 0.229 | 0.139 | 1.000 | 0.039 | 0.186 |
| Age | -0.008 | 0.601 | 0.274 | 0.350 | -0.058 | -0.121 | 0.125 | 0.039 | 1.000 | 0.330 |
| Outcome | 0.044 | 0.249 | 0.490 | 0.188 | 0.202 | 0.172 | 0.305 | 0.186 | 0.330 | 1.000 |
| Id | Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | Outcome | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 6 | 148 | 72 | 35 | 0 | 33.6 | 0.627 | 50 | 1 |
| 1 | 2 | 1 | 85 | 66 | 29 | 0 | 26.6 | 0.351 | 31 | 0 |
| 2 | 3 | 8 | 183 | 64 | 0 | 0 | 23.3 | 0.672 | 32 | 1 |
| 3 | 4 | 1 | 89 | 66 | 23 | 94 | 28.1 | 0.167 | 21 | 0 |
| 4 | 5 | 0 | 137 | 40 | 35 | 168 | 43.1 | 2.288 | 33 | 1 |
| 5 | 6 | 5 | 116 | 74 | 0 | 0 | 25.6 | 0.201 | 30 | 0 |
| 6 | 7 | 3 | 78 | 50 | 32 | 88 | 31.0 | 0.248 | 26 | 1 |
| 7 | 8 | 10 | 115 | 0 | 0 | 0 | 35.3 | 0.134 | 29 | 0 |
| 8 | 9 | 2 | 197 | 70 | 45 | 543 | 30.5 | 0.158 | 53 | 1 |
| 9 | 10 | 8 | 125 | 96 | 0 | 0 | 0.0 | 0.232 | 54 | 1 |
| Id | Pregnancies | Glucose | BloodPressure | SkinThickness | Insulin | BMI | DiabetesPedigreeFunction | Age | Outcome | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2758 | 2759 | 3 | 111 | 90 | 12 | 78 | 28.4 | 0.495 | 29 | 0 |
| 2759 | 2760 | 6 | 102 | 82 | 0 | 0 | 30.8 | 0.180 | 36 | 1 |
| 2760 | 2761 | 6 | 134 | 70 | 23 | 130 | 35.4 | 0.542 | 29 | 1 |
| 2761 | 2762 | 2 | 87 | 0 | 23 | 0 | 28.9 | 0.773 | 25 | 0 |
| 2762 | 2763 | 1 | 79 | 60 | 42 | 48 | 43.5 | 0.678 | 23 | 0 |
| 2763 | 2764 | 2 | 75 | 64 | 24 | 55 | 29.7 | 0.370 | 33 | 0 |
| 2764 | 2765 | 8 | 179 | 72 | 42 | 130 | 32.7 | 0.719 | 36 | 1 |
| 2765 | 2766 | 6 | 85 | 78 | 0 | 0 | 31.2 | 0.382 | 42 | 0 |
| 2766 | 2767 | 0 | 129 | 110 | 46 | 130 | 67.1 | 0.319 | 26 | 1 |
| 2767 | 2768 | 2 | 81 | 72 | 15 | 76 | 30.1 | 0.547 | 25 | 0 |